Identifying potential nutrient acquisition mechanisms for long-term survival: adaptive evolution of Halomonas isolated from subseafloor crustal fluids by Hans Sebastian, Alberto Robador, Dawson Ray, Angus Angermeyer, Steven D’Hondt, Julie A. Huber, Steven E. Finkel

“…The application of an adaptive evolution platform selecting for survival and growth under one environmental condition that simultaneously selects against survival in different environments may prove to be a very useful tool for identifying genes and metabolic pathways in a wide variety of complex environments.…”
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Unified system of scientific information as a stimulus for integration and development of science by Oleg N. Bibik

“…The system is primarily a source of publishing scientific information. The system will allow an objective approach to the selection of applications for financial support for research, including grants, ensuring transparency of this procedure.…”
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Early Bearing Fault Diagnosis in PMSMs Based on HO-VMD and Weighted Evidence Fusion of Current–Vibration Signals by Xianwu He, Xuhui Liu, Cheng Lin, Minjie Fu, Jiajin Wang, Jian Zhang

“…The reliability of these features is utilized to adaptively weight the basic probability assignment (BPA) functions. Finally, a weighted modified Dempster–Shafer evidence theory (WMDST) is applied to fuse multi-source feature information, enabling an accurate assessment of the PMSM bearing health status. …”
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Seismic loss analysis of buckling-restrained braced frames considering the effects of modeling uncertainties by A. M. Azimi, E. Khojastehfar

“…The variation of the modulus of elasticity and the yield strength constitute the sources of the uncertainties  for this study. The two-dimensional 4-, 8-, and 12-story frames ,selected from symmetrical three-dimensional structures, were studied. …”
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Seq2scFv: a toolkit for the comprehensive analysis of display libraries from long-read sequencing platforms by Marianne Bachmann Salvy, Luca Santuari, Emanuel Schmid-Siegert, Nikolaos Lykoskoufis, Ioannis Xenarios, Bulak Arpat

“…To address this methodological gap, we introduce Seq2scFv, a novel open-source toolkit designed for analyzing in vitro display libraries from long-read sequencing platforms. …”
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Diagnostics and restorative treatment of accommodation astenopia from the position of applied methods, effectiveness and staging: systematic review by I. G. Ovechkin, D. A. Shavshina, E. I. Belikova

“…A systematic review was performed using the RSCI and PubMed databases, with the following search keywords: “accommodation”, “asthenopia”, “computer vision syndrome”, “quality of life”, “visual performance”. The sources were selected according to the criteria of prospective or retrospective studies. …”
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Founders Can Increase Determinism of Community Assembly by Yi‐Ting Cheng, Wei Deng, Xiao‐Yan Yang, Kun Tan, Wen Xiao

“…This study used sterilized and nonsterilized paocai soup (a traditional Chinese fermented vegetable soup) from the same source to simulate initial environments with and without founders. …”
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Deep learning approach to the estimation of the ratio of reproductive modes in a partially clonal population by T. A. Nikolaeva, A. A. Poroshina, D. Yu. Sherbakov

“…Genetic diversity among biological entities, including populations, species, and communities, serves as a fundamental source of information for understanding their structure and functioning. …”
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Interdisciplinary medical education practices: building a case-driven interdisciplinary simulation system based on public datasets by Kangli Qiu, Tianshu Zeng, Wenfang Xia, Miaomiao Peng, Wen Kong

“…This creates a closed-loop practice that spans data sample selection and processing to front-end interaction. …”
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A probabilistic approach for building disease phenotypes across electronic health records by David Vidmar, Jessica De Freitas, Will Thompson, John M. Pfeifer, Brandon K. Fornwalt, Noah Zimmerman, Riccardo Miotto, Ruijun Chen

“…In this paper, we develop multiple heuristic “labeling functions’’ (LFs) for 4 diseases across de-identified EHR data and aggregate their votes through a majority vote approach (MV), a popular open-source approach (Snorkel OSS), and our proposed probabilistic approach (LEVI). …”
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Classification analysis of modern bioreactor systems (review). Part 1. Classification of bioreactors by design parameters by A. A. Dosaev, R. R. Safarov, N. V. Menshutina

“…Due to the active use of bioreactors, in order to optimize production processes and reduce operating costs, new highly efficient automated devices with a variety of functions are being developed using modern automation technologies, artificial intelligence and 3-D printing. …”
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Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…On 22 benchmark datasets, DeepMol obtained competitive pipelines compared with those requiring time-consuming feature engineering, model design and selection processes. As one of the first AutoML tools specifically developed for the computational chemistry domain, DeepMol stands out with its open-source code, in-depth tutorials, detailed documentation, and examples of real-world applications, all available at https://github.com/BioSystemsUM/DeepMol and https://deepmol.readthedocs.io/en/latest/ . …”
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Risk factors for fear of falling in stroke patients: a systematic review and meta-analysis by Li Ma, Qi Xie, Juhong Pei, Ling Gou, Yabin Zhang, Juanping Zhong, Yujie Su, Xinglei Wang, Xinman Dou

“…Therefore, we systematically reviewed the literature on risk factors for FoF in patients with stroke.Design A systematic review and meta-analysisData sources PubMed, Embase, Cochrane Library database, Web of Science, CINAHL, PsycINFO, Grey literature and other relevant databases for related publications were searched (from inception to 17 July 2021).Results Eight studies involving 1597 participants were selected to analyse risk factors for patients with stroke with FoF. …”
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Gut dysbiosis narrative in psoriasis: matched-pair approach identifies only subtle shifts correlated with elevated fecal calprotectin by Bayazit Yunusbayev, Anna Bogdanova, Nadezhda Nadyrchenko, Lavrentii Danilov, Viktor Bogdanov, Grigory Sergeev, Radick Altinbaev, Fanil Bilalov, Milyausha Yunusbaeva

“…We next showed that these enriched species were correlated with elevated biomarkers of intestinal and systemic inflammation and liver function. Functionally, one of the top species, Megasphaera elsdenii, is a potent lactate utilizer in the context of intestinal lactic acidosis and inflammation. …”
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Eye-tracking Analysis of Interactive 3D Geovisualization by Lukas Herman, Stanislav Popelka, Vendula Hejlova

“…Five selected methods are presented in the results section of the paper. …”
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Potential physiological mechanisms behind variation in rainbow trout (Oncorhynchus mykiss) to biosynthesize EPA and DHA when reared on plant oil replacement feeds by Ken Overturf, Jason Abernathy, Dietmar Kültz, Jacob Bledsoe, Shawn Narum, Thomas Welker

“…The omega-3 fatty acids, docosahexaenoic acid (DHA; 22:6n-3) and eicosapentaenoic acid (EPA; 20:5n-3), are of primary concern as they provide significant health benefits such as reducing inflammation and improving heart and health function. However, the DHA; 22:6n-3 and EPA; 20:5n-3 available for aquaculture feeds is primarily provided by fish oil which is already limited in availability and expensive, and dietary lipids are consistently being replaced with oil sourced from plants. …”
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Cognitive bias modification for social anxiety: protocol for a living systematic review of human studies and meta-analysis [version 2; peer review: 2 approved, 1 approved with rese... by Paulina Schenk, Virginia Chiocchia, Hossein Dehdarirad, Janna Hastings, Claire Stansfield, Toshi Furukawa, Simon E. Blackwell, Ava Homiar, Thomy Tonia, Per Carlbring, Kelvin Opiepie, Claire Friedrich, Simonne Wright, Susan Michie, Georgia Salanti, Richardson Mojica, James Thomas, Jaycee Kennett, Andrea Cipriani, Jennifer Potts

“…Cases of elevated distress and impaired functioning can lead to a clinical diagnosis of social anxiety disorder. …”
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Tracing the Earliest Stages of Star and Cluster Formation in 19 Nearby Galaxies with PHANGS-JWST and HST: Compact 3.3 μm Polycyclic Aromatic Hydrocarbon Emitters and Their Relation... by M. Jimena Rodríguez, Janice C. Lee, Remy Indebetouw, B. C. Whitmore, Daniel Maschmann, Thomas G. Williams, Rupali Chandar, A. T. Barnes, Oleg Y. Gnedin, Karin M. Sandstrom, Erik Rosolowsky, Adam K. Leroy, David A. Thilker, Hwihyun Kim, Jiayi Sun, Ralf S. Klessen, Brent Groves, Aida Wofford, Médéric Boquien, Daniel A. Dale, Leonardo Úbeda, Kirsten L. Larson, Kathryn Grasha, Kelsey E. Johnson, Rebecca C. Levy, Frank Bigiel, Hamid Hassani, Sumit K. Sarbadhicary

“…We establish a selection criteria based on a median color threshold of F300M − F335M = 0.67 at F335M = 20 and identify 1816 sources. …”
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A Comparative Study on the Competencies of Ai-supported Translation Tools in Literary Translation by Erdinç Aslan

“…The study describes the translations of randomly selected words and expressions from the source text by human translators and AI-supported translation tools by comparing them based on Koller’s (2004, pp. 228–266) categories of equivalence.…”
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Submillimeter and Mid-infrared Variability of Young Stellar Objects in the M17 H II Region by Zhiwei Chen, Doug Johnstone, Carlos Contreras Peña, Jeong-Eun Lee, Sheng-Yuan Liu, Gregory Herczeg, Steve Mairs, Geumsook Park, Kee-Tae Kim, Mi-Ryang Kim, Keping Qiu, Yao-Te Wang, Xu Zhang, Megan Reiter, The JCMT Transient Team

“…This mid-IR fractional variability as a function of evolutionary stage result is similar to what has previously been found for YSO variability within the Gould Belt and the intermediate-mass star formation region M17 SWex, though overall less variability is detected in M17 in submillimeter and mid-IR. …”
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